Clinical trial Recruiting at 1 site Observational

Using AI to identify bacterial species from microscope images

Official title: Development and Evaluation of Rapid Bacterial Species Identification for Acid-Fast Bacilli Smear Using Image Analysis AI

Run by GramEye · NCT06519032 · Data updated 2026-11-12

This study is testing if artificial intelligence can help doctors quickly and accurately identify certain bacteria from microscope images in patients getting AFB smear tests.

Quick facts

Study typeObservational
SexAll
Enrollment10000 (estimated)
SponsorGramEye
Industry-sponsored
Locations1 site (Suita, Osaka)
StatusRecruiting
StartedSeptember 20, 2023
Main results expectedMarch 2027
Study endsMarch 2027
Registry record updatedJuly 26, 2024
Trial IDNCT06519032 on ClinicalTrials.gov

Is this trial a fit for you?

Likely a good fit

Ideal candidates for this study are patients who have had an AFB smear test ordered as part of their diagnostic evaluation.

Probably not a fit

Patients who have not undergone an AFB smear test will not benefit from this study.

A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.

What this trial studies

This observational study aims to develop artificial intelligence technology that can detect and classify Acid-Fast Bacilli (AFB) from microscope images of fixed glass slides. By analyzing these images, the study seeks to improve the speed and accuracy of bacterial species identification in patients undergoing AFB smear tests. The approach leverages advanced image analysis techniques to enhance diagnostic capabilities in clinical settings.

Why it matters

Potential benefit: If successful, this study could significantly improve the rapid diagnosis of bacterial infections, leading to timely and appropriate treatment for patients.

How similar studies have gone: While the use of AI in medical imaging is a growing field, this specific application for AFB identification is relatively novel and has not been extensively tested in prior studies.

Who can join: the full rules

Show full inclusion / exclusion criteria
Inclusion Criteria:

* Patients in whom acid-fast bacilli(AFB) smear test was ordered

Exclusion Criteria:

* No exclusion criteria

Where it's running

  • Osaka University Hospital
    Suita, Osaka, Japan
    Recruiting

Study contacts

Similar studies

Other studies for the same condition or treatment. Recruiting studies are listed first.

How to take part

  1. Review the eligibility criteria above with your treating physician.
  2. Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
  3. Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.
Last reviewed 2026-11-14 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.